MCP Server Quality Scores

Independent quality analysis of 43459 public MCP servers

43459
Discovered
29460
Scored
2111
Verified
16952
Complete

Last updated 1 hour, 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41901
2389-research
agent-drugs Claim
Digital drugs that modify AI behavior through prompt injection, enabling agents…
41902
Null-Phnix
JobHound Claim
Enables autonomous job search by scanning, scoring, and applying to jobs via AP…
N/A N/A
41903
lordolami
poldex Claim
MCP server exposing PolDex commercial insurance extraction tools to AI agents.
N/A N/A
41904
CSOAI-ORG
flight-logger-mcp MCP server by MEOK AI Labs
N/A N/A
41905
CSOAI-ORG
dependency-updater-ai-mcp MCP server by MEOK AI Labs
N/A N/A
41906
sadfasdf
asdfas123 Claim
N/A N/A 95
41907 N/A N/A 95
41908
meridianmcp
meridian Claim
Persistent memory, task coordination, and HITL queue for AI coding sessions.
41909
pipeworx-io
Oecd Claim
OECD MCP — Organisation for Economic Co-operation and Development data
41910
gsc-em
GSC CPG to Retail Grocery Nodes. 2,235 banners across 28 markets. By GreenCore …
41911
ddonathan
Enables direct interaction with MySQL databases through SQL queries, table expl…
81
41912
akshare-one-mcp Claim 1
MCP server that provides access to Chinese stock market data using akshare-one
N/A N/A 81
41913
xiazhe-xz
Enables AI agents to control an ESP32-C3 audio client via MQTT for playing, pau…
81
41914 N/A N/A 95
41915
geq1fan
yapi-mcp Claim
A Model Context Protocol server for YApi that enables developers to search, vie…
N/A N/A
41916
dev-87i5
AI-powered Business Helper that analyzes thousands of YouTube videos to extract…
81
41917
jtokib
Provides full email management for Yahoo Mail via IMAP, including listing, read…
41918
bretterer
MCP server for managing Laravel Forge servers, sites, and deployments via the F…
N/A N/A
41919
CSOAI-ORG
owasp-agentic-mcp MCP server by MEOK AI Labs
N/A N/A
41920
groupdocs-annotation
MCP server for GroupDocs.Annotation — add, list, update, remove document annota…
N/A N/A
41921
UOR-Foundation
A GitHub-based implementation of the Model Context Protocol that enables LLMs t…
81
41922
Omprakash97
A proof-of-concept attack that exploits Model Context Protocol (MCP) tool regis…
N/A N/A 95
41923
mastadoonprime
agent-memory Claim
Persistent, encrypted memory service for AI agents. Private vault with E2E encr…
81
41924
babyblueviper1
Capital-scale-aware /review (Sentinel mode) + sandbox + inference for agent fle…
41925
chrischall
ofw-mcp Claim
OurFamilyWizard co-parenting for Claude — messages, calendar, expenses, and jou…
N/A N/A
41926
QuentinCody
Provides access to NCBI's scientific databases including E-utilities, PubChem, …
81
41927
martinendara
GEO Intelligence Engine for B2B. Analyze domains and fetch actionable defense c…
41928
sugukurukabe
Read-only MCP server for searching Japanese government procurement bid notices …
41929
zahhar
Zefix MCP Claim
Enables AI assistants to search the Swiss Central Business Name Index (Zefix) f…
41930
duaraghav8
MCPJungle Claim
Self-hosted MCP Server registry for enterprise AI Agents
N/A N/A 95
41931
godwin3737
Enables searching and retrieving files from SharePoint and OneDrive within Micr…
41932
georgetso
MCP Memory Claim 1
An MCP server that gives AI assistants (like Cursor, Claude, Windsurf) the abil…
81
41933
nexbid
Agentic commerce infrastructure for AI agents. MCP-native product discovery, co…
81
41934 N/A N/A 95
41935
Applied-Artificial-Intelligence-Eurecat
MCP server for EPANET water-distribution network simulation and scenario analys…
N/A N/A
41936
sdk03
A Model Control Protocol server that provides news scraping capabilities for Kh…
N/A N/A 95
41937
Bumblebiber
its-over-9k Claim
Persistent memory and agent lifecycle for Claude Code — because sessions should…
N/A N/A
41938
CSOAI-ORG
UK Operator Licence, tachograph, drivers' hours, DVSA roadside checks for UK ha…
N/A N/A
41939
schrepa
Graft Claim
Enables building agent-ready APIs that expose tools as both HTTP and MCP endpoi…
41940
ericqian77
Enables developers to retrieve short jokes in multiple categories and languages…
81
41941
vaebe
Leverage the GitHub search API to enhance your applications with powerful searc…
N/A N/A 95
41942
srotzin
Broker-only credit/lending discovery shim for AI agents
41943
syncable-dev
Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM…
N/A N/A
41944
Twine2546
Enables interaction with Twilio API services including messaging, voice, and St…
81
41945
sbroenne
Enables AI assistants to generate AI avatar videos, manage templates, and work …
41946
machette-tech
Enables LLMs to interact with ContextVM services (Event Sourcing + FSM + DDD) b…
81
41947
stevefordev
A zero-config MCP server that enables AI to access, analyze, and manage local S…
N/A N/A
41948
stardeltapower
Enables management of Upmind platform products, categories, pricing, and bundle…
41949
fungiboletus
MCP Café Claim
Simulates technical discussions with various agent profiles to help solve engin…
N/A N/A
41950
sparfenyuk
An MCP server that manages Python virtual environments using uv, allowing LLMs …
N/A N/A
Showing 41901–41950 of 43459 servers
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